Pith Number

pith:QGCPGT37

pith:2024:QGCPGT37KBF5BRHYVYRBNWC4VR

not attested not anchored not stored refs pending

Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language

Anne Lauscher, Annika Eichler, Jan Kaiser

arxiv:2405.08888 v1 · 2024-05-14 · cs.CL · cs.AI · cs.LG · physics.acc-ph

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QGCPGT37KBF5BRHYVYRBNWC4VR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Autonomous discovery of accelerator commissioning algorithms

Receipt and verification

First computed	2026-07-05T08:19:10.575002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8184f34f7f504bd0c4f8ae2216d85cac6b697ccd229c131948bddf596ab7d8cd

Aliases

arxiv: 2405.08888 · arxiv_version: 2405.08888v1 · doi: 10.48550/arxiv.2405.08888 · pith_short_12: QGCPGT37KBF5 · pith_short_16: QGCPGT37KBF5BRHY · pith_short_8: QGCPGT37

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QGCPGT37KBF5BRHYVYRBNWC4VR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 8184f34f7f504bd0c4f8ae2216d85cac6b697ccd229c131948bddf596ab7d8cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60eff81decce81ba1c4f30170306d58b66a5ecbe6a94a63ff20a007393000ba5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "physics.acc-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-14T18:05:44Z",
    "title_canon_sha256": "87224edbcfeb2f5b1b6d6f0a90bcfca00d7e5d5e3df3d4ef52232ab34622932b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.08888",
    "kind": "arxiv",
    "version": 1
  }
}